The Ledger, every show
Every statement that passed quotation and attribution checks, across all 44 shows. Pick shows below, then mix any filter with any other.
shows 
every show 44 of 44
Tavakoli: Existing valuable software monopolies will be broken within 24 months
“I think any industry that is highly valuable, that has a monopoly today, Will not have a monopoly, 12 to 24 months from now, because.”
Tavakoli: Text-to-SQL fails in BI without deep semantic data understanding
“I think the hard part for the standalone BI tools was they historically really had no semantic understanding of the data, right?
You didn't extract of a data warehouse.
They stood there.
And when they tried to add talk to data, it was mainly just, let me conve…”
Tavakoli: Enterprise token spend is surging without clear ROI for management
“And so now we have this other problem, which is happening where everybody's like, okay, all my employees are token maxing. My spend on tokens is going up, but I have no idea what I'm getting out for it.”
Tavakoli: Voice interfaces will soon replace click-and-drag BI tools
“I think most people naturally believe that interface is going to go to voice, right?
I think it's voice.
And so clicking and dragging and dropping like BI tools, like I clicked here, I did that.
I think that part is going away.”
Tavakoli: "Vibe coding" in-house enterprise applications and CRMs is not realistic
“The notion that I'm going to vibe code my own CRM and I'm going to vibe code all my own applications. I think that that it's just not a reality, right? Even if you could build it, maintaining it, evolving it, liability”
Tavakoli: Enterprise AI Adoption in Coding and Systems Remains Nascent
“You know, still how many of them actually properly adopted AI in the way of coding tools or like systems is pretty nascent.”
Tavakoli: Enterprise AI Cannot Work Without Data Governance and Context
“The urgency of I need to kind of get my data state in order and governance around it and context has gone through the roof because people realize without that, they can't actually get AI to work in any meaningful way.”
Tavakoli: Enterprise AI Context Resembles Employee Onboarding Knowledge, Not Raw Data
“Context is different than data. Think about it as you're onboarding a new employee. How do you explain Everything that goes on in your organization so they can operate effectively. How do you get back? Cause that's what agents are.”
Tavakoli: A car manufacturer recently deployed Databricks Genie to 70,000 users
“We just had a, that car manufacturer just loaded on an extra 70,000 users. They all are going and asking their own questions of it, right?”
Tavakoli: LLMs make legacy software and data migrations faster and cheaper
“But now you can send LLMs in because the beauty of code is self descriptive. It goes in, it understands what everything is doing and why, and then it can also very easily convert it. And then the key is like, how do you write harnesses to do validation and rec…”